Self-Supervised Learning for Graph Dataset Condensation

Author:

Wang Yuxiang1ORCID,Yan Xiao2ORCID,Jin Shiyu1ORCID,Huang Hao1ORCID,Xu Quanqing3ORCID,Zhang Qingchen4ORCID,Du Bo1ORCID,Jiang Jiawei1ORCID

Affiliation:

1. School of Computer Science, Wuhan University, Wuhan, China

2. Centre for Perceptual and Interactive Intelligence (CPII), Hong Kong, China

3. OceanBase, Ant Group, Hangzhou, China

4. School of Computer Science and Technology, Hainan University, Haikou, China

Publisher

ACM

Reference46 articles.

1. Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

2. Chen Cai, Dingkang Wang, and Yusu Wang. 2021. Graph coarsening with neural networks. arXiv preprint arXiv:2102.01350 (2021).

3. George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A Efros, and Jun-Yan Zhu. 2022. Dataset distillation by matching training trajectories. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 4750--4759.

4. Justin Domke. 2012. Generic methods for optimization-based modeling. In Artificial Intelligence and Statistics. PMLR 318--326.

5. Simon S Du, Kangcheng Hou, Russ R Salakhutdinov, Barnabas Poczos, Ruosong Wang, and Keyulu Xu. 2019. Graph neural tangent kernel: Fusing graph neural networks with graph kernels. Advances in Neural Information Processing Systems 32 (2019).

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3